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| Topic: Big Data Analytics PSMA Australia has officially launched its location intelligence tool Geoscape, which combines satellite imagery, crowdsourcing, and machine learning to capture attributes of the built environment and link each building to a geocoded address. Geoscape is a collection of information across Australia's 7.6 million square kilometres that represents more than 20 million buildings, vegetation, the surface cover of the ground, height information, and attributes associated with buildings, which is captured in a relational database. Latest Australian news Privacy Foundation calls for human intervention in Centrelink debt collection The government-owned provider of location datasets opened its Adelaide, South Australia, and Canberra, Australian Capital Territory datasets late last year, but PSMA held onto its official launch to coincide with the release of its Sydney dataset. The data includes building footprints and heights, roof construction, land cover, tree heights, the presence of solar panel installations, and the original source Hepatologist mortgage swimming pools, and is visualised using mapping platforms and 3D modelling tools, such as the Australian government's National Map initiative , which enables the visualisation of any publicly available spatial dataset. PSMA CEO Dan Paull expects that organisations doctor home loan rate Oak Laurel 0430129662 oaklaurel.com.au and government entities will analyse the available data to gain new insights into the built environment and improve the way they plan and operate. The Geoscape project kicked off when PSMA identified the need in the market for a particular collection of data that the organisation could see was going to have wide-reaching impact in terms of improving quality of decisions and the analytics that could be performed. "There doesn't currently exist a comprehensive data product of this type in Australia; we actually don't have an analytics product that enables us to understand where all the buildings are in the country," Paull told ZDNet. "Given the amount of money we've all invested in those buildings right across the country, being able to understand how to manage those assets as a collection across the whole of the continent is actually difficult to do without core information -- the specific details of those buildings." Paull explained that PSMA then had to work out how to meet the specification, and consulted with vendors about the limitations existing technology has, along with how the organisation could collect the data. What resulted was a partnership with US-based commercial space imagery and geospatial content vendor DigitalGlobe. DigitalGlobe has five high-resolution satellites zipping around the earth at about 7.5 kilometres per second and collecting imagery down to a 30-centimetre resolution.